Aston Zhang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
41
Venues
15
Active years
2014–2025
Best venue rank
A*
Where they publish
Papers
41 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents. | Pengzhou Cheng, Zheng Wu, Zongru Wu, Tianjie Ju, Aston Zhang, Zhuosheng Zhang, Gongshen Liu |
| 2025 | ACL | Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions. | Xinbei Ma, Yiting Wang, Yao Yao, Tongxin Yuan, Aston Zhang, Zhuosheng Zhang, Hai Zhao |
| 2025 | ICLR | Law of the Weakest Link: Cross Capabilities of Large Language Models. | Ming Zhong, Aston Zhang, Xuewei Wang, Rui Hou, Wenhan Xiong, Chenguang Zhu, Zhengxing Chen, Liang Tan, Chloe Bi, Mike Lewis, Sravya Popuri, Sharan Narang, Melanie Kambadur, Dhruv Mahajan, Sergey Edunov, Jiawei Han, Laurens van der Maaten |
| 2025 | NAACL | A Systematic Examination of Preference Learning through the Lens of Instruction-Following. | Joongwon Kim, Anirudh Goyal, Aston Zhang, Bo Xiong, Rui Hou, Melanie Kambadur, Dhruv Mahajan, Hannaneh Hajishirzi, Liang Tan |
| 2025 | NAACL | Self-Generated Critiques Boost Reward Modeling for Language Models. | Yue Yu, Zhengxing Chen, Aston Zhang, Liang Tan, Chenguang Zhu, Richard Yuanzhe Pang, Yundi Qian, Xuewei Wang, Suchin Gururangan, Chao Zhang, Melanie Kambadur, Dhruv Mahajan, Rui Hou |
| 2024 | ACL | You Only Look at Screens: Multimodal Chain-of-Action Agents. | Zhuosheng Zhang, Aston Zhang |
| 2024 | EMNLP | In-Context Learning with Iterative Demonstration Selection. | Chengwei Qin, Aston Zhang, Chen Chen, Anirudh Dagar, Wenming Ye |
| 2023 | EMNLP | Automated Few-Shot Classification with Instruction-Finetuned Language Models. | Rami Aly, Xingjian Shi, Kaixiang Lin, Aston Zhang, Andrew Gordon Wilson |
| 2023 | EMNLP | A Cheaper and Better Diffusion Language Model with Soft-Masked Noise. | Jiaao Chen, Aston Zhang, Mu Li, Alex Smola, Diyi Yang |
| 2023 | EMNLP | Is ChatGPT a General-Purpose Natural Language Processing Task Solver? | Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, Diyi Yang |
| 2023 | ICLR | Automatic Chain of Thought Prompting in Large Language Models. | Zhuosheng Zhang, Aston Zhang, Mu Li, Alex Smola |
| 2023 | ICLR | Parameter-Efficient Fine-Tuning Design Spaces. | Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang |
| 2023 | ICLR | Learning Multimodal Data Augmentation in Feature Space. | Zichang Liu, Zhiqiang Tang, Xingjian Shi, Aston Zhang, Mu Li, Anshumali Shrivastava, Andrew Gordon Wilson |
| 2023 | ICLR | AIM: Adapting Image Models for Efficient Video Action Recognition. | Taojiannan Yang, Yi Zhu, Yusheng Xie, Aston Zhang, Chen Chen, Mu Li |
| 2023 | WACV | MixGen: A New Multi-Modal Data Augmentation. | Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li |
| 2022 | ICML | Removing Batch Normalization Boosts Adversarial Training. | Haotao Wang, Aston Zhang, Shuai Zheng, Xingjian Shi, Mu Li, Zhangyang Wang |
| 2022 | ICML | Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition. | Haotao Wang, Aston Zhang, Yi Zhu, Shuai Zheng, Mu Li, Alex J. Smola, Zhangyang Wang |
| 2021 | ACL | On Orthogonality Constraints for Transformers. | Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee |
| 2021 | ICLR | CoCon: A Self-Supervised Approach for Controlled Text Generation. | Alvin Chan, Yew-Soon Ong, Bill Pung, Aston Zhang, Jie Fu |
| 2021 | ICLR | Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. | Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu |
| 2021 | ICML | A Unified Lottery Ticket Hypothesis for Graph Neural Networks. | Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang |
| 2021 | WWW | Controllable and Diverse Text Generation in E-commerce. | Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji, Tarek F. Abdelzaher |
| 2021 | WSDM | Learning User Representations with Hypercuboids for Recommender Systems. | Shuai Zhang, Huoyu Liu, Aston Zhang, Yue Hu, Ce Zhang, Yumeng Li, Tanchao Zhu, Shaojian He, Wenwu Ou |
| 2020 | EMNLP | Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. | Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang |
| 2020 | ICML | ControlVAE: Controllable Variational Autoencoder. | Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek F. Abdelzaher |
| 2020 | WWW | paper2repo: GitHub Repository Recommendation for Academic Papers. | Huajie Shao, Dachun Sun, Jiahao Wu, Zecheng Zhang, Aston Zhang, Shuochao Yao, Shengzhong Liu, Tianshi Wang, Chao Zhang, Tarek F. Abdelzaher |
| 2019 | ACL | Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. | Yi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang |
| 2019 | ACL | Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. | Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui |
| 2019 | EMNLP | Dive into Deep Learning for Natural Language Processing. | Haibin Lin, Xingjian Shi, Leonard Lausen, Aston Zhang, He He, Sheng Zha, Alexander J. Smola |
| 2019 | IJCAI | Quaternion Collaborative Filtering for Recommendation. | Shuai Zhang, Lina Yao, Lucas Vinh Tran, Aston Zhang, Yi Tay |
| 2018 | ICDCS | ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. | Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher |
| 2017 | WWW | DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. | Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher |
| 2017 | WWW | Email Category Prediction. | Aston Zhang, Lluis Garcia Pueyo, James B. Wendt, Marc Najork, Andrei Z. Broder |
| 2017 | SENSYS | DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. | Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher |
| 2016 | KDD | Accelerated Stochastic Block Coordinate Descent with Optimal Sampling. | Aston Zhang, Quanquan Gu |
| 2016 | NDSS | Free for All! Assessing User Data Exposure to Advertising Libraries on Android. | Soteris Demetriou, Whitney Merrill, Wei Yang, Aston Zhang, Carl A. Gunter |
| 2016 | WWW | Towards Mobile Query Auto-Completion: An Efficient Mobile Application-Aware Approach. | Aston Zhang, Amit Goyal, Ricardo Baeza-Yates, Yi Chang, Jiawei Han, Carl A. Gunter, Hongbo Deng |
| 2015 | SIGIR | Predicting Search Intent Based on Pre-Search Context. | Weize Kong, Rui Li, Jie Luo, Aston Zhang, Yi Chang, James Allan |
| 2015 | SIGIR | adaQAC: Adaptive Query Auto-Completion via Implicit Negative Feedback. | Aston Zhang, Amit Goyal, Weize Kong, Hongbo Deng, Anlei Dong, Yi Chang, Carl A. Gunter, Jiawei Han |
| 2014 | EDBT | Privacy Risk in Anonymized Heterogeneous Information Networks. | Aston Zhang, Xing Xie, Kevin Chen-Chuan Chang, Carl A. Gunter, Jiawei Han, XiaoFeng Wang |
| 2014 | WWW | De-anonymizing social graphs via node similarity. | Hao Fu, Aston Zhang, Xing Xie |